Direct prompt
Use a single instruction for low-consequence work that needs no private or current context.
What this pattern means
Use a single instruction for low-consequence work that needs no private or current context. Choose it because it is the least complex approach that satisfies the task—not because it uses the most capable model.
When it fits
- The task is a draft or brainstorm.
- Public general knowledge is sufficient.
- A person can quickly detect and correct a weak result.
When it does not fit
- Current facts or citations are required.
- The output changes external state or materially affects another person.
Required controls
- Treat the output as a draft.
- Check important claims before use.
Autonomy limit
The maximum v1 autonomy is Recommend to a person. A task-specific rule may impose a stricter cap.
Minimum evaluation
Review a small representative set for usefulness, unsupported claims, tone, and omissions.
Example
Brainstorm alternative headings for a low-stakes internal document.
Reassess direct prompt whenever the purpose, evidence, data class, decision owner, or external-action boundary changes.